SVM ensemble training for imbalanced data classification using multi-objective optimization techniques.
Joanna GrzybMichal WozniakPublished in: Appl. Intell. (2023)
Keyphrases
- multi objective
- imbalanced data classification
- training set
- feature selection
- support vector machine
- evolutionary algorithm
- training process
- support vector
- training data
- support vector machine svm
- learning machines
- ensemble learning
- supervised learning
- multi class
- ensemble methods
- test set
- genetic algorithm
- feature space
- objective function
- knn
- neural network
- classification accuracy
- active learning
- learning algorithm
- random forest
- generalization ability
- base classifiers
- regression problems
- linear classifiers
- classification algorithm
- feature vectors
- k nearest neighbor
- text classification
- data sets